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1.
Toxicol Pathol ; 51(3): 92-111, 2023 04.
Artículo en Inglés | MEDLINE | ID: mdl-37449403

RESUMEN

In situ hybridization (ISH) is used for the localization of specific nucleic acid sequences in cells or tissues by complementary binding of a nucleotide probe to a specific target nucleic acid sequence. In the last years, the specificity and sensitivity of ISH assays were improved by innovative techniques like synthetic nucleic acids and tandem oligonucleotide probes combined with signal amplification methods like branched DNA, hybridization chain reaction and tyramide signal amplification. These improvements increased the application spectrum for ISH on formalin-fixed paraffin-embedded tissues. ISH is a powerful tool to investigate DNA, mRNA transcripts, regulatory noncoding RNA, and therapeutic oligonucleotides. ISH can be used to obtain spatial information of a cell type, subcellular localization, or expression levels of targets. Since immunohistochemistry and ISH share similar workflows, their combination can address simultaneous transcriptomics and proteomics questions. The goal of this review paper is to revisit the current state of the scientific approaches in ISH and its application in drug research and development.


Asunto(s)
Patología Molecular , Opinión Pública , Adhesión en Parafina , Hibridación in Situ , ARN Mensajero/metabolismo , ADN
2.
Am J Physiol Lung Cell Mol Physiol ; 323(2): L206-L218, 2022 08 01.
Artículo en Inglés | MEDLINE | ID: mdl-35762632

RESUMEN

Animal models are important to mimic certain pathways or biological aspects of human pathologies including acute and chronic pulmonary diseases. We developed a novel and flexible mouse model of acute epithelial lung injury based on adeno-associated virus (AAV) variant 6.2-mediated expression of the human diphtheria toxin receptor (DTR). Following intratracheal administration of diphtheria toxin (DT), a cell-specific death of bronchial and alveolar epithelial cells can be observed. In contrast to other lung injury models, the here described mouse model provides the possibility of targeted injury using specific tropisms of AAV vectors or cell-type-specific promotors to drive the human DTR expression. Also, generation of cell-specific mouse lines is not required. Detailed characterization of the AAV-DTR/DT mouse model including titration of viral genome (vg) load and administered DT amount revealed increasing cell numbers in bronchoalveolar lavage (BAL; macrophages, neutrophils, and unspecified cells) and elevation of degenerated cells and infiltrated leukocytes in lung tissue, dependent of vg load and DT dose. Cytokine levels in BAL fluid showed different patterns with higher vg load, e.g., IFNγ, TNFα, and IP10 increasing and IL-5 and IL-6 decreasing, whereas lung function was not affected. In addition, laser-capture microdissection (LCM)-based proteomics of bronchial epithelium and alveolar tissue revealed upregulated immune and inflammatory responses in all regions and extracellular matrix deposition in infiltrated alveoli. Overall, our novel AAV-DTR/DT model allows investigation of repair mechanisms following epithelial injury and resembles specific mechanistic aspects of acute and chronic pulmonary diseases.


Asunto(s)
Lesión Pulmonar Aguda , Toxina Diftérica , Lesión Pulmonar Aguda/patología , Células Epiteliales Alveolares/metabolismo , Animales , Toxina Diftérica/metabolismo , Modelos Animales de Enfermedad , Humanos , Pulmón/metabolismo , Ratones , Ratones Endogámicos C57BL
3.
Mol Cell Proteomics ; 19(5): 839-851, 2020 05.
Artículo en Inglés | MEDLINE | ID: mdl-32132230

RESUMEN

Laser-capture microdissection (LCM) allows the visualization and isolation of morphologically distinct subpopulations of cells from heterogeneous tissue specimens. In combination with formalin-fixed and paraffin-embedded (FFPE) tissue it provides a powerful tool for retrospective and clinically relevant studies of tissue proteins in a healthy and diseased context. We first optimized the protocol for efficient LCM analysis of FFPE tissue specimens. The use of SDS containing extraction buffer in combination with the single-pot solid-phase-enhanced sample preparation (SP3) digest method gave the best results regarding protein yield and protein/peptide identifications. Microdissected FFPE human substantia nigra tissue samples (∼3,000 cells) were then analyzed, using tandem mass tag (TMT) labeling and LC-MS/MS, resulting in the quantification of >5,600 protein groups. Nigral proteins were classified and analyzed by abundance, showing an enrichment of extracellular exosome and neuron-specific gene ontology (GO) terms among the higher abundance proteins. Comparison of microdissected samples with intact tissue sections, using a label-free shotgun approach, revealed an enrichment of neuronal cell type markers, such as tyrosine hydroxylase and alpha-synuclein, as well as proteins annotated with neuron-specific GO terms. Overall, this study provides a detailed protocol for laser-capture proteomics using FFPE tissue and demonstrates the efficiency of LCM analysis of distinct cell subpopulations for proteomic analysis using low sample amounts.


Asunto(s)
Formaldehído/química , Captura por Microdisección con Láser , Adhesión en Parafina , Proteoma/metabolismo , Proteómica/métodos , Sustancia Negra/metabolismo , Fijación del Tejido , Humanos , Neuronas/metabolismo , Péptidos/metabolismo , Proteínas/metabolismo
4.
FASEB J ; 34(6): 7825-7846, 2020 06.
Artículo en Inglés | MEDLINE | ID: mdl-32297676

RESUMEN

Idiopathic pulmonary fibrosis (IPF) is a fatal disease of unknown cause that is characterized by progressive fibrotic lung remodeling. An abnormal emergence of airway epithelial-like cells within the alveolar compartments of the lung, herein termed bronchiolization, is often observed in IPF. However, the origin of this dysfunctional distal lung epithelium remains unknown due to a lack of suitable human model systems. In this study, we established a human induced pluripotent stem cell (iPSC)-derived air-liquid interface (ALI) model of alveolar epithelial type II (ATII)-like cell differentiation that allows us to investigate alveolar epithelial progenitor cell differentiation in vitro. We treated this system with an IPF-relevant cocktail (IPF-RC) to mimic the pro-fibrotic cytokine milieu present in IPF lungs. Stimulation with IPF-RC during differentiation increases secretion of IPF biomarkers and RNA sequencing (RNA-seq) of these cultures reveals significant overlap with human IPF patient data. IPF-RC treatment further impairs ATII differentiation by driving a shift toward an airway epithelial-like expression signature, providing evidence that a pro-fibrotic cytokine environment can influence the proximo-distal differentiation pattern of human lung epithelial cells. In conclusion, we show for the first time, the establishment of a human model system that recapitulates aspects of IPF-associated bronchiolization of the lung epithelium in vitro.


Asunto(s)
Células Epiteliales Alveolares/patología , Fibrosis Pulmonar Idiopática/patología , Células Madre Pluripotentes Inducidas/patología , Alveolos Pulmonares/patología , Células Epiteliales Alveolares/metabolismo , Biomarcadores/metabolismo , Diferenciación Celular/fisiología , Células Cultivadas , Citocinas/metabolismo , Humanos , Fibrosis Pulmonar Idiopática/metabolismo , Células Madre Pluripotentes Inducidas/metabolismo , Pulmón/metabolismo , Pulmón/patología , Alveolos Pulmonares/metabolismo , Células Madre/metabolismo , Células Madre/patología
5.
Toxicol Pathol ; 49(4): 862-871, 2021 06.
Artículo en Inglés | MEDLINE | ID: mdl-33896293

RESUMEN

Proliferative retinopathies, such as diabetic retinopathy and retinopathy of prematurity, are leading causes of vision impairment. A common feature is a loss of retinal capillary vessels resulting in hypoxia and neuronal damage. The oxygen-induced retinopathy model is widely used to study revascularization of an ischemic area in the mouse retina. The presence of endothelial tip cells indicates vascular recovery; however, their quantification relies on manual counting in microscopy images of retinal flat mount preparations. Recent advances in deep neural networks (DNNs) allow the automation of such tasks. We demonstrate a workflow for detection of tip cells in retinal images using the DNN-based Single Shot Detector (SSD). The SSD was designed for detection of objects in natural images. We adapt the SSD architecture and training procedure to the tip cell detection task and retrain the DNN using labeled tip cells in images of fluorescently stained retina flat mounts. Transferring knowledge from the pretrained DNN and extensive data augmentation reduced the amount of required labeled data. Our system shows a performance comparable to the human level, while providing highly consistent results. Therefore, such a system can automate counting of tip cells, a readout frequently used in retinopathy research, thereby reducing routine work for biomedical experts.


Asunto(s)
Aprendizaje Profundo , Enfermedades de la Retina , Animales , Humanos , Ratones , Redes Neurales de la Computación , Oxígeno , Enfermedades de la Retina/inducido químicamente , Vasos Retinianos
6.
Int J Mol Sci ; 22(14)2021 Jul 16.
Artículo en Inglés | MEDLINE | ID: mdl-34299265

RESUMEN

Smoking is a major risk factor for chronic obstructive pulmonary disease (COPD) and causes remodeling of the small airways. However, the exact smoke-induced effects on the different types of small airway epithelial cells (SAECs) are poorly understood. Here, using air-liquid interface (ALI) cultures, single-cell RNA-sequencing reveals previously unrecognized transcriptional heterogeneity within the small airway epithelium and cell type-specific effects upon acute and chronic cigarette smoke exposure. Smoke triggers detoxification and inflammatory responses and aberrantly activates and alters basal cell differentiation. This results in an increase of inflammatory basal-to-secretory cell intermediates and, particularly after chronic smoke exposure, a massive expansion of a rare inflammatory and squamous metaplasia associated KRT6A+ basal cell state and an altered secretory cell landscape. ALI cultures originating from healthy non-smokers and COPD smokers show similar responses to cigarette smoke exposure, although an increased pro-inflammatory profile is conserved in the latter. Taken together, the in vitro models provide high-resolution insights into the smoke-induced remodeling of the small airways resembling the pathological processes in COPD airways. The data may also help to better understand other lung diseases including COVID-19, as the data reflect the smoke-dependent variable induction of SARS-CoV-2 entry factors across SAEC populations.


Asunto(s)
Remodelación de las Vías Aéreas (Respiratorias)/efectos de los fármacos , Células Epiteliales Alveolares/efectos de los fármacos , Fumar Cigarrillos/efectos adversos , Células Epiteliales/metabolismo , Células Epiteliales Alveolares/metabolismo , Células Epiteliales Alveolares/patología , Diferenciación Celular/efectos de los fármacos , Células Cultivadas , Fumar Cigarrillos/metabolismo , Células Epiteliales/efectos de los fármacos , Humanos , Neoplasias Basocelulares/metabolismo , Cultivo Primario de Células , Enfermedad Pulmonar Obstructiva Crónica/etiología , Enfermedad Pulmonar Obstructiva Crónica/metabolismo , Enfermedad Pulmonar Obstructiva Crónica/patología , Mucosa Respiratoria/metabolismo , Mucosa Respiratoria/patología , Humo , Fumar/efectos adversos , Fumar/metabolismo
7.
Respir Res ; 21(1): 124, 2020 May 24.
Artículo en Inglés | MEDLINE | ID: mdl-32448249

RESUMEN

BACKGROUND: One of the main diagnostic tools for lung diseases in humans is computed tomography (CT). A miniaturized version, micro-CT (µCT) is utilized to examine small rodents including mice. However, fully automated threshold-based segmentation and subsequent quantification of severely damaged lungs requires visual inspection and manual correction. METHODS: Here we demonstrate the use of densitometry on regions of interest (ROI) in automatically detected portions of the lung, thus avoiding the need for lung segmentation. Utilizing deep learning approaches, the middle part of the lung is found in a µCT-stack and a ROI is placed in the left and the right lobe. RESULTS: The intensity values within the ROIs of the µCT images were collected and subsequently used for the calculation of different lung-related parameters, such as mean lung attenuation (MLA), mode, full width at half maximum (FWHM), and skewness. For validation, the densitometric approach was correlated with histological readouts (Ashcroft Score, Mean Linear Intercept). CONCLUSION: We here show an automated tool that allows rapid and in-depth analysis of µCT scans of different murine models of lung disease.


Asunto(s)
Absorciometría de Fotón/métodos , Aprendizaje Profundo , Enfermedades Pulmonares/diagnóstico por imagen , Reconocimiento de Normas Patrones Automatizadas/métodos , Microtomografía por Rayos X/métodos , Animales , Femenino , Lipopolisacáridos/toxicidad , Enfermedades Pulmonares/inducido químicamente , Masculino , Ratones , Ratones Endogámicos C57BL
8.
Int J Mol Sci ; 22(1)2020 Dec 31.
Artículo en Inglés | MEDLINE | ID: mdl-33396535

RESUMEN

MicroRNAs (miRNAs) are short, non-coding RNA species that are important post-transcriptional regulators of gene expression and play an important role in the pathogenesis of non-alcoholic fatty liver disease. Here, we investigated the phosphodiesterase 5 (PDE5) inhibitor induced effects on hepatic and plasma exosomal miRNA expression in CCl4-treated rats. In the present study, hepatic miRNA profiling was conducted using the Nanostring nCounter technology and mRNA profiling using RNA sequencing from PDE5 treated rats in the model of CCl4-induced liver fibrosis. To evaluate if the PDE5 inhibitor affected differentially expressed miRNAs in the liver can be detected in plasma exosomes, qRT-PCR specific assays were used. In livers from CCl4-treated rats, the expression of 22 miRNAs was significantly increased (> 1.5-fold, adj. p < 0.05), whereas the expression of 16 miRNAs was significantly decreased (> 1.5-fold, adj. p < 0.05). The majority of the deregulated miRNA species are implicated in fibrotic and inflammatory processes. The PDE5 inhibitor suppressed the induction of pro-fibrotic miRNAs, such as miR-99b miR-100 and miR-199a-5p, and restored levels of anti-fibrotic miR-122 and miR-192 in the liver. In plasma exosomes, we observed elevated levels of miR-99b, miR-100 and miR-142-3p after treatment with the PDE5-inhibitor compared to CCl4/Vehicle-treated. Our study demonstrated for the first time that during the development of hepatic fibrosis in the preclinical model of CCl4-induced liver fibrosis, defined aspects of miRNA regulated liver pathogenesis are influenced by PDE5 treatment. In conclusion, miRNA profiling of plasma exosomes might be used as a biomarker for NASH progression and monitoring of treatment effects.


Asunto(s)
Biomarcadores/análisis , Tetracloruro de Carbono/toxicidad , Exosomas/genética , Regulación de la Expresión Génica/efectos de los fármacos , Cirrosis Hepática/tratamiento farmacológico , MicroARNs/genética , Inhibidores de Fosfodiesterasa 5/farmacología , Animales , Cirrosis Hepática/inducido químicamente , Cirrosis Hepática/genética , Cirrosis Hepática/patología , Masculino , Ratas , Ratas Sprague-Dawley , Análisis de Secuencia de ARN
9.
Br J Cancer ; 121(8): 647-658, 2019 10.
Artículo en Inglés | MEDLINE | ID: mdl-31530903

RESUMEN

BACKGROUND: Oncolytic virotherapy is thought to result in direct virus-induced lytic tumour killing and simultaneous activation of innate and tumour-specific adaptive immune responses. Using a chimeric vesicular stomatitis virus variant VSV-GP, we addressed the direct oncolytic effects and the role of anti-tumour immune induction in the syngeneic mouse lung cancer model LLC1. METHODS: To study a tumour system with limited antiviral effects, we generated interferon receptor-deficient cells (LLC1-IFNAR1-/-). Therapeutic efficacy of VSV-GP was assessed in vivo in syngeneic C57BL/6 and athymic nude mice bearing subcutaneous tumours. VSV-GP treatment effects were analysed using bioluminescent imaging (BLI), immunohistochemistry, ELISpot, flow cytometry, multiplex ELISA and Nanostring® assays. RESULTS: Interferon insensitivity correlated with VSV-GP replication and therapeutic outcome. BLI revealed tumour-to-tumour spread of viral progeny in bilateral tumours. Histological and gene expression analysis confirmed widespread and rapid infection and cell killing within the tumour with activation of innate and adaptive immune-response markers. However, treatment outcome was increased in the absence of CD8+ T cells and surviving mice showed little protection from tumour re-challenge, indicating limited therapeutic contribution by the activated immune system. CONCLUSION: These studies present a case for a predominantly lytic treatment effect of VSV-GP in a syngeneic mouse lung cancer model.


Asunto(s)
Carcinoma Pulmonar de Lewis/terapia , Neoplasias Pulmonares/terapia , Viroterapia Oncolítica/métodos , Vesiculovirus , Inmunidad Adaptativa/inmunología , Animales , Antígenos Virales/genética , Linfocitos T CD8-positivos/inmunología , Carcinoma Pulmonar de Lewis/genética , Línea Celular Tumoral , Supervivencia Celular , Quimera , Citocinas/inmunología , Técnicas de Inactivación de Genes , Inmunidad Innata/inmunología , Técnicas In Vitro , Interferón Tipo I/inmunología , Interferón-alfa/inmunología , Interferón gamma/inmunología , Neoplasias Pulmonares/genética , Virus de la Coriomeningitis Linfocítica/genética , Virus de la Coriomeningitis Linfocítica/inmunología , Glicoproteínas de Membrana/genética , Ratones , Ratones Desnudos , Receptor de Interferón alfa y beta/genética , Vesiculovirus/genética , Vesiculovirus/inmunología , Proteínas del Envoltorio Viral/genética , Proteínas Virales/genética
10.
Dig Dis Sci ; 64(5): 1238-1256, 2019 05.
Artículo en Inglés | MEDLINE | ID: mdl-30511198

RESUMEN

BACKGROUND: There is a marked need for improved animal models of nonalcoholic steatohepatitis (NASH) to facilitate the development of more efficacious drug therapies for the disease. METHODS: Here, we investigated the development of fibrotic NASH in male Wistar rats fed a choline-deficient L-amino acid-defined (CDAA) diet with or without cholesterol supplementation for subsequent assessment of drug treatment efficacy in NASH biopsy-confirmed rats. The metabolic profile and liver histopathology were evaluated after 4, 8, and 12 weeks of dieting. Subsequently, rats with biopsy-confirmed NASH were selected for pharmacological intervention with vehicle, elafibranor (30 mg/kg/day) or obeticholic acid (OCA, 30 mg/kg/day) for 5 weeks. RESULTS: The CDAA diet led to marked hepatomegaly and fibrosis already after 4 weeks of feeding, with further progression of collagen deposition and fibrogenesis-associated gene expression during the 12-week feeding period. Cholesterol supplementation enhanced the stimulatory effect of CDAA on gene transcripts associated with fibrogenesis without significantly increasing collagen deposition. Pharmacological intervention with elafibranor, but not OCA, significantly reduced steatohepatitis scores, and fibrosis-associated gene expression, however, was unable to prevent progression in fibrosis scores. CONCLUSION: CDAA-fed rats develop early-onset progressive NASH, which offers the opportunity to probe anti-NASH compounds with potential disease-modifying properties.


Asunto(s)
Chalconas/uso terapéutico , Ácido Quenodesoxicólico/análogos & derivados , Colesterol/toxicidad , Enfermedad del Hígado Graso no Alcohólico/inducido químicamente , Enfermedad del Hígado Graso no Alcohólico/tratamiento farmacológico , Nutrientes/deficiencia , Propionatos/uso terapéutico , Animales , Ácido Quenodesoxicólico/uso terapéutico , Colesterol/administración & dosificación , Progresión de la Enfermedad , Masculino , Enfermedad del Hígado Graso no Alcohólico/patología , Ratas , Ratas Wistar
11.
Am J Respir Cell Mol Biol ; 53(3): 291-302, 2015 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-25845025

RESUMEN

Viral vectors have been applied successfully to generate disease-related animal models and to functionally characterize target genes in vivo. However, broader application is still limited by complex vector production, biosafety requirements, and vector-mediated immunogenic responses, possibly interfering with disease-relevant pathways. Here, we describe adeno-associated virus (AAV) variant 6.2 as an ideal vector for lung delivery in mice, overcoming most of the aforementioned limitations. In a proof-of-concept study using AAV6.2 vectors expressing IL-13 and transforming growth factor-ß1 (TGF-ß1), we were able to induce hallmarks of severe asthma and pulmonary fibrosis, respectively. Phenotypic characterization and deep sequencing analysis of the AAV-IL-13 asthma model revealed a characteristic disease signature. Furthermore, suitability of the model for compound testing was also demonstrated by pharmacological intervention studies using an anti-IL-13 antibody and dexamethasone. Similarly, the AAV-TGF-ß1 fibrosis model showed several disease-like pathophenotypes monitored by micro-computed tomography imaging and lung function measurement. Most importantly, analyses using stuffer control vectors demonstrated that in contrast to a common adenovirus-5 vector, AAV6.2 vectors did not induce any measurable inflammation and therefore carry a lower risk of altering relevant readouts. In conclusion, we propose AAV6.2 as an ideal vector system for the functional characterization of target genes in the context of pulmonary diseases in mice.


Asunto(s)
Asma/inmunología , Dependovirus/genética , Fibrosis Pulmonar Idiopática/inmunología , Animales , Asma/genética , Asma/metabolismo , Modelos Animales de Enfermedad , Femenino , Vectores Genéticos , Fibrosis Pulmonar Idiopática/genética , Fibrosis Pulmonar Idiopática/metabolismo , Interleucina-13/biosíntesis , Interleucina-13/genética , Ratones Endogámicos BALB C , Transducción Genética , Factor de Crecimiento Transformador beta1/biosíntesis , Factor de Crecimiento Transformador beta1/genética
12.
NMR Biomed ; 28(11): 1471-9, 2015 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-26403226

RESUMEN

Emphysema is a life-threatening pathology that causes irreversible destruction of alveolar walls. In vivo imaging techniques play a fundamental role in the early non-invasive pre-clinical and clinical detection and longitudinal follow-up of this pathology. In the present study, we aimed to evaluate the feasibility of using high resolution radial three-dimensional (3D) zero echo time (ZTE) and 3D ultra-short echo time (UTE) MRI to accurately detect lung pathomorphological changes in a rodent model of emphysema.Porcine pancreas elastase (PPE) was intratracheally administered to the rats to produce the emphysematous changes. 3D ZTE MRI, low and high definition 3D UTE MRI and micro-computed tomography images were acquired 4 weeks after the PPE challenge. Signal-to-noise ratios (SNRs) were measured in PPE-treated and control rats. T2* values were computed from low definition 3D UTE MRI. Histomorphometric measurements were made after euthanizing the animals. Both ZTE and UTE MR images showed a significant decrease in the SNR measured in PPE-treated lungs compared with controls, due to the pathomorphological changes taking place in the challenged lungs. A significant decrease in T2* values in PPE-challenged animals compared with controls was measured using UTE MRI. Histomorphometric measurements showed a significant increase in the mean linear intercept in PPE-treated lungs. UTE yielded significantly higher SNR compared with ZTE (14% and 30% higher in PPE-treated and non-PPE-treated lungs, respectively).This study showed that optimized 3D radial UTE and ZTE MRI can provide lung images of excellent quality, with high isotropic spatial resolution (400 µm) and SNR in parenchymal tissue (>25) and negligible motion artifacts in freely breathing animals. These techniques were shown to be useful non-invasive instruments to accurately and reliably detect the pathomorphological alterations taking place in emphysematous lungs, without incurring the risks of cumulative radiation exposure typical of micro-computed tomography.


Asunto(s)
Aumento de la Imagen/métodos , Interpretación de Imagen Asistida por Computador/métodos , Imagenología Tridimensional/métodos , Pulmón/patología , Imagen por Resonancia Magnética/métodos , Enfisema Pulmonar/patología , Algoritmos , Animales , Masculino , Ratas , Ratas Wistar , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Procesamiento de Señales Asistido por Computador , Relación Señal-Ruido
13.
Med Image Anal ; 92: 103067, 2024 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-38141454

RESUMEN

We present a system for anomaly detection in histopathological images. In histology, normal samples are usually abundant, whereas anomalous (pathological) cases are scarce or not available. Under such settings, one-class classifiers trained on healthy data can detect out-of-distribution anomalous samples. Such approaches combined with pre-trained Convolutional Neural Network (CNN) representations of images were previously employed for anomaly detection (AD). However, pre-trained off-the-shelf CNN representations may not be sensitive to abnormal conditions in tissues, while natural variations of healthy tissue may result in distant representations. To adapt representations to relevant details in healthy tissue we propose training a CNN on an auxiliary task that discriminates healthy tissue of different species, organs, and staining reagents. Almost no additional labeling workload is required, since healthy samples come automatically with aforementioned labels. During training we enforce compact image representations with a center-loss term, which further improves representations for AD. The proposed system outperforms established AD methods on a published dataset of liver anomalies. Moreover, it provided comparable results to conventional methods specifically tailored for quantification of liver anomalies. We show that our approach can be used for toxicity assessment of candidate drugs at early development stages and thereby may reduce expensive late-stage drug attrition.


Asunto(s)
Desarrollo de Medicamentos , Redes Neurales de la Computación , Humanos
14.
Front Immunol ; 15: 1325090, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38348034

RESUMEN

Smoking is a leading risk factor of chronic obstructive pulmonary disease (COPD), that is characterized by chronic lung inflammation, tissue remodeling and emphysema. Although inflammation is critical to COPD pathogenesis, the cellular and molecular basis underlying smoking-induced lung inflammation and pathology remains unclear. Using murine smoke models and single-cell RNA-sequencing, we show that smoking establishes a self-amplifying inflammatory loop characterized by an influx of molecularly heterogeneous neutrophil subsets and excessive recruitment of monocyte-derived alveolar macrophages (MoAM). In contrast to tissue-resident AM, MoAM are absent in homeostasis and characterized by a pro-inflammatory gene signature. Moreover, MoAM represent 46% of AM in emphysematous mice and express markers causally linked to emphysema. We also demonstrate the presence of pro-inflammatory and tissue remodeling associated MoAM orthologs in humans that are significantly increased in emphysematous COPD patients. Inhibition of the IRAK4 kinase depletes a rare inflammatory neutrophil subset, diminishes MoAM recruitment, and alleviates inflammation in the lung of cigarette smoke-exposed mice. This study extends our understanding of the molecular signaling circuits and cellular dynamics in smoking-induced lung inflammation and pathology, highlights the functional consequence of monocyte and neutrophil recruitment, identifies MoAM as key drivers of the inflammatory process, and supports their contribution to pathological tissue remodeling.


Asunto(s)
Enfisema , Neumonía , Enfermedad Pulmonar Obstructiva Crónica , Enfisema Pulmonar , Humanos , Ratones , Animales , Macrófagos Alveolares/patología , Monocitos/patología , Neumonía/patología , Enfermedad Pulmonar Obstructiva Crónica/patología , Enfisema Pulmonar/etiología , Enfisema Pulmonar/patología , Inflamación/patología , Enfisema/patología
15.
Vet Immunol Immunopathol ; 259: 110578, 2023 May.
Artículo en Inglés | MEDLINE | ID: mdl-36965292

RESUMEN

In drug development, the dog is often used as a model for non-rodent preclinical safety studies. In particular, immunophenotyping in dogs can be important to characterize the toxicological profile of a test item. A wide range of antibodies specific to surface antigens is needed, however, commercially available antibodies to dog are scarce. To date, numerous studies have reported the cross-reactivity of human monoclonal antibodies with canine peripheral blood mononuclear cells (PBMC). In this study, we aimed to increase the number of canine-specific antibodies and took a rather novel approach to further determine cross-reactivity of 378 human recombinant antibodies lacking Fc regions to surface antigens on canine PBMC. The screening resulted in 30 human monoclonal antibodies well reactive to canine PBMC. Sequence homology of the targeted human and canine antigens was analyzed with Basic Local Alignment Search Tool. Thirteen human cross-reactive antibodies of interest were analyzed with cells from canine whole blood in combination with lineage markers. Finally, ten antibodies were identified as useful markers for the application in dog. Except for CD27, the remaining nine antibodies are already commercially available human cross-reactive antibodies. This study provides a new source for all ten antibodies described here.


Asunto(s)
Anticuerpos Monoclonales , Leucocitos Mononucleares , Humanos , Perros , Animales , Reacciones Cruzadas , Antígenos de Superficie , Inmunofenotipificación/veterinaria , Citometría de Flujo/veterinaria
16.
Sci Rep ; 13(1): 12061, 2023 07 26.
Artículo en Inglés | MEDLINE | ID: mdl-37495707

RESUMEN

GDF15 has recently emerged as a key driver of the development of various disease conditions including cancer cachexia. Not only the tumor itself but also adverse effects of chemotherapy have been reported to contribute to increased GDF15. Although regulation of GDF15 transcription by BET domain has recently been reported, the molecular mechanisms of GDF15 gene regulation by drugs are still unknown, leaving uncertainty about the safe and effective therapeutic strategies targeting GDF15. We screened various cardiotoxic drugs and BET inhibitors for their effects on GDF15 regulation in human cardiomyocytes and cancer cell lines and analyzed in-house and public gene signature databases. We found that DNA damaging drugs induce GDF15 in cardiomyocytes more strongly than drugs with other modes of action. In cancer cells, GDF15 induction varied depending on drug- and cell type-specific gene signatures including mutations in PI3KCA, TP53, BRAF and MUC16. GDF15 suppression by BET inhibition is particularly effective in cancer cells with low activity of the PI3K/Akt axis and high extracellular concentrations of pantothenate. Our findings provide insights that the risk for GDF15 overexpression and concomitant cachexia can be reduced by a personalized selection of anticancer drugs and patients for precision medicine.


Asunto(s)
Caquexia , Neoplasias , Humanos , Miocitos Cardíacos/metabolismo , Medicina de Precisión , Fosfatidilinositol 3-Quinasas/metabolismo , Factor 15 de Diferenciación de Crecimiento/metabolismo , Neoplasias/tratamiento farmacológico , Neoplasias/genética
17.
NPJ Parkinsons Dis ; 9(1): 91, 2023 Jun 15.
Artículo en Inglés | MEDLINE | ID: mdl-37322068

RESUMEN

Prion-like transmission of pathology in α-synucleinopathies like Parkinson's disease or multiple system atrophy is increasingly recognized as one potential mechanism to address disease progression. Active and passive immunotherapies targeting insoluble, aggregated α-synuclein are already being actively explored in the clinic with mixed outcomes so far. Here, we report the identification of 306C7B3, a highly selective, aggregate-specific α-synuclein antibody with picomolar affinity devoid of binding to the monomeric, physiologic protein. 306C7B3 binding is Ser129-phosphorylation independent and shows high affinity to several different aggregated α-synuclein polymorphs, increasing the likelihood that it can also bind to the pathological seeds assumed to drive disease progression in patients. In support of this, highly selective binding to pathological aggregates in postmortem brains of MSA patients was demonstrated, with no staining in samples from other human neurodegenerative diseases. To achieve CNS exposure of 306C7B3, an adeno-associated virus (AAV) based approach driving expression of the secreted antibody within the brain of (Thy-1)-[A30P]-hα-synuclein mice was used. Widespread central transduction after intrastriatal inoculation was ensured by using the AAV2HBKO serotype, with transduction being spread to areas far away from the inoculation site. Treatment of (Thy-1)-[A30P]-hα-synuclein mice at the age of 12 months demonstrated significantly increased survival, with 306C7B3 concentration reaching 3.9 nM in the cerebrospinal fluid. These results suggest that AAV-mediated expression of 306C7B3, targeting extracellular, presumably disease-propagating aggregates of α-synuclein, has great potential as a disease-modifying therapy for α-synucleinopathies as it ensures CNS exposure of the antibody, thereby mitigating the selective permeability of the blood-brain barrier.

18.
Peptides ; 167: 171047, 2023 09.
Artículo en Inglés | MEDLINE | ID: mdl-37328068

RESUMEN

The number of diabetic patients is rising globally and concomitantly so do the diabetes associated complications. The gut secretes a variety of proteins to control blood glucose levels and/or food intake. As the drug class of GLP-1 agonists is based on a gut secreted peptide and the positive metabolic effects of bariatric surgery are at least partially mediated by gut peptides, we were interested in other gut secreted proteins which have yet to be explored. In this respect we identified the gut secreted protein FAM3D by analyzing sequencing data from L- and epithelial cells of VSG and sham operated as well as chow and HFD fed mice. FAM3D was overexpressed in diet induced obese mice via an adeno-associated virus (AAV), which resulted in a significant improvement of fasting blood glucose levels, glucose tolerance and insulin sensitivity. The liver lipid deposition was reduced, and the steatosis morphology was improved. Hyperinsulinemic clamps indicated that FAM3D is a global insulin sensitizer and increases glucose uptake into various tissues. In conclusion, the current study demonstrated that FAM3D controls blood glucose levels by acting as an insulin sensitizing protein and improves hepatic lipid deposition.


Asunto(s)
Hígado Graso , Resistencia a la Insulina , Ratones , Animales , Glucemia/metabolismo , Insulina/metabolismo , Hígado/metabolismo , Hígado Graso/metabolismo , Péptidos/farmacología , Lípidos , Ratones Endogámicos C57BL , Glucosa/metabolismo , Dieta Alta en Grasa , Citocinas/metabolismo
19.
Eur J Immunol ; 41(11): 3208-18, 2011 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-21830208

RESUMEN

The spleen tyrosine kinase (Syk) is a key mediator of immunoreceptor signaling in immune cells. Thus, interfering with the function of Syk by genetic deletion or pharmacological inhibition might influence a variety of allergic and autoimmune processes. Since conventional Syk knockout mice are not viable, studies addressing the effect of Syk deletion in adult animals have been limited. To further explore functions of Syk in animal models of allergy and to shed light on the role of Syk in the in vivo migration of neutrophils and monocytes, we generated inducible Syk knockout mice. These mice harbor a floxed Syk gene and a tamoxifen-inducible Cre recombinase under the control of the ubiquitously active Rosa26-promoter. Thus, treatment of mice with tamoxifen leads to the deletion of Syk in all organs. Syk-deleted mice were analyzed in mast cell-dependent models and in models focusing on neutrophil and monocyte migration. We show that Syk deletion in adult mice reduces inflammatory responses in mast cell-driven animal models of allergy and asthma but has no effect on the migration of neutrophils and monocytes. Therefore, the inducible Syk knockout mice presented here provide a valuable tool to further explore the role of Syk in disease-related animal models.


Asunto(s)
Movimiento Celular , Quimiotaxis de Leucocito/inmunología , Hipersensibilidad/inmunología , Péptidos y Proteínas de Señalización Intracelular/inmunología , Monocitos/inmunología , Neutrófilos/inmunología , Proteínas Tirosina Quinasas/inmunología , Animales , Diferenciación Celular/inmunología , Separación Celular , Citometría de Flujo , Inflamación/inmunología , Masculino , Mastocitos/citología , Mastocitos/inmunología , Ratones , Ratones Endogámicos C57BL , Ratones Noqueados , Monocitos/citología , Neutrófilos/citología , Transducción de Señal/inmunología , Quinasa Syk
20.
Sci Rep ; 12(1): 12190, 2022 07 16.
Artículo en Inglés | MEDLINE | ID: mdl-35842487

RESUMEN

We have previously established a novel mouse model of lung fibrosis based on Adeno-associated virus (AAV)-mediated pulmonary overexpression of TGFß1. Here, we provide an in-depth characterization of phenotypic and transcriptomic changes (mRNA and miRNA) in a head-to-head comparison with Bleomycin-induced lung injury over a 4-week disease course. The analyses delineate the temporal state of model-specific and commonly altered pathways, thereby providing detailed insights into the processes underlying disease development. They further guide appropriate model selection as well as interventional study design. Overall, Bleomycin-induced fibrosis resembles a biphasic process of acute inflammation and subsequent transition into fibrosis (with partial resolution), whereas the TGFß1-driven model is characterized by pronounced and persistent fibrosis with concomitant inflammation and an equally complex disease phenotype as observed upon Bleomycin instillation. Finally, based on an integrative approach combining lung function data, mRNA/miRNA profiles, their correlation and miRNA target predictions, we identify putative drug targets and miRNAs to be explored as therapeutic candidates for fibrotic diseases. Taken together, we provide a comprehensive analysis and rich data resource based on RNA-sequencing, along with a strategy for transcriptome-phenotype coupling. The results will be of value for TGFß research, drug discovery and biomarker identification in progressive fibrosing interstitial lung diseases.


Asunto(s)
MicroARNs , Fibrosis Pulmonar , Animales , Bleomicina/efectos adversos , Bleomicina/metabolismo , Dependovirus/genética , Modelos Animales de Enfermedad , Fibrosis , Perfilación de la Expresión Génica , Inflamación/patología , Pulmón/patología , Ratones , MicroARNs/metabolismo , Fenotipo , Fibrosis Pulmonar/inducido químicamente , Fibrosis Pulmonar/genética , Fibrosis Pulmonar/metabolismo , ARN Mensajero/metabolismo
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